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Posts by Collection
portfolio
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publications
Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition
Published in Findings of the Association for Computational Linguistics (EMNLP 2023) , 2023
This paper proposes a novel approach, IICOT, that leverages generative models, instruction learning, and chain-of-thoughts to enhance reasoning capabilities for implicit discourse relation recognition, achieving state-of-the-art performance on benchmark datasets.
Learning to Differentiate Pairwise-Argument Representations for Implicit Discourse Relation Recognition
Published in Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024), 2024
This paper proposes a joint learning framework that combines prototypical learning, adversarial learning, and hub-migration based redistribution to enhance the performance of Pre-trained Language Models (PLMs) for Implicit Discourse Relation Recognition (IDRR).
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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